Without a large amount of copper present in the system, sulphur components found in the yeast cells will make their way into the final spirit, creating off-colours and very undesirable flavours.
Copper acts as a catalyst for these sulphur components to react into hydrogen sulphate, and when this happens, these flavours and off-colours do not ruin the final spirit.